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Extracting social determinants of health from electronic health records using natural language processing: a systematic review.

, , , , , , , , , , , , , , , , , , , , , and . J. Am. Medical Informatics Assoc., 28 (12): 2716-2727 (2021)

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Deep Learning Predicts Hip Fracture using Confounding Patient and Healthcare Variables., , , , , , , , , and . CoRR, (2018)Predictive Modelling of Susceptibility to Substance Abuse, Mortality and Drug-Drug Interactions in Opioid Patients., , , , , and . Frontiers Artif. Intell., (2021)A Simple Free-Text-like Method for Extracting Semi-Structured Data from Electronic Health Records: Exemplified in Prediction of In-Hospital Mortality., , , , , , , , and . Big Data Cogn. Comput., 5 (3): 40 (2021)Automatic processing of Electronic Medical Records using Deep Learning., , , , , and . PervasiveHealth, page 251-257. ACM, (2018)Pharmacological risk factors associated with hospital readmission rates in a psychiatric cohort identified using prescriptome data mining., , , , , , , , , and 8 other author(s). BMC Medical Informatics Decis. Mak., 18 (S-3): 79:1-79:11 (2018)Deep learning predicts hip fracture using confounding patient and healthcare variables., , , , , , , , , and . npj Digit. Medicine, (2019)Deep representation learning of electronic health records to unlock patient stratification at scale., , , , , , , , and . npj Digit. Medicine, (2020)Optimizing Embedding Space with Sub-categorical Supervised Pre-training: A Theoretical Approach Towards Improving Sepsis Prediction., , , , , and . ICHI, page 101-110. IEEE, (2023)Multi-Modal Data Science for Healthcare: State of the Art, Challenges, and Opportunities., , , , and . AMIA, AMIA, (2021)Translational bioinformatics in the era of real-time biomedical, health care and wellness data streams., , , , , and . Briefings Bioinform., 18 (1): 105-124 (2017)